理解人工智能(持续更新)
原文英文,约400词,阅读约需2分钟。发表于: 。I’ve been wanting to work through the underpinnings of chatgpt since before it became popular, so I’m taking this opportunity to keep it up to date over time. This article will cover a range of...
机器学习的三个主要分支是强化学习、监督学习和无监督学习,通用近似定理表明,浅层神经网络可以近似任何连续函数,ReLU和浅层网络的线性区域之间的关系是ReLU数量+1=区域数量,深层网络可以表示更多的子区域,Nesterov动量是简单动量想法的变体,反向传播算法的前向传播是计算和存储隐藏层的